Mahsa Yousefi

11 papers Journal 7Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Fully stochastic trust-region methods with Barzilai-Borwein steplengths.
J. Comput. Appl. Math.
Stefania Bellavia, Benedetta Morini, Mahsa Yousefi
2025 — conf
Soil Analysis with Machine-Learning-Based Processing of Air-Coupled Stepped-Frequency GPR Field Measurements: Preliminary Study.
EUSIPCO
Chunlei Xu, Michael Pregesbauer, Naga Sravani Chilukuri, Daniel Windhager, Mahsa Yousefi, Pedro Julián, Lothar Ratschbacher
2024 J jnl
A non-monotone trust-region method with noisy oracles and additional sampling.
Comput. Optim. Appl.
Natasa Krejic, Natasa Krklec Jerinkic, Angeles Martinez, Mahsa Yousefi
2024 J jnl
Fully stochastic trust-region methods with Barzilai-Borwein steplengths.
CoRR
Stefania Bellavia, Benedetta Morini, Mahsa Yousefi
2024 J jnl
Soil analysis with machine-learning-based processing of stepped-frequency GPR field measurements: Preliminary study.
CoRR
Chunlei Xu, Michael Pregesbauer, Naga Sravani Chilukuri, Daniel Windhager, Mahsa Yousefi, Pedro Julián, Lothar Ratschbacher
2023 — conf
Combined First- and Second-Order Directions for Deep Neural Networks Training.
NUMTA (1)
Ángeles Martínez, Marco Viola, Mahsa Yousefi
2023 J jnl
Deep Neural Networks Training by Stochastic Quasi-Newton Trust-Region Methods.
Algorithms
Mahsa Yousefi, Angeles Martinez
2023 J jnl
Majorization-Minimization for sparse SVMs.
CoRR
Alessandro Benfenati, Emilie Chouzenoux, Giorgia Franchini, Salla Latva-Aijo, Dominik Narnhofer, Jean-Christophe Pesquet, Sebastian J. Scott, Mahsa Yousefi
2022 — conf
A Stochastic Modified Limited Memory BFGS for Training Deep Neural Networks.
SAI (2)
Mahsa Yousefi, Ángeles Martínez Calomardo
2022 — conf
A stochastic nonmonotone trust-region training algorithm for image classification.
SITIS
Mahsa Yousefi, Ángeles Martínez Calomardo
2022 J jnl
On the efficiency of Stochastic Quasi-Newton Methods for Deep Learning.
CoRR
Mahsa Yousefi, Angeles Martinez
2025 Best paper conf
Assessing the Effectiveness of the Tigress Obfuscator Against MOPSA and BinaryNinja.
CheckMATE
Nicolò Altamura, Enrico Bragastini, Marco Campion, Mila Dalla Preda
2026 Best paper preprint
ASSEMBLAGE-DEEPHISTORY: A Cross-Build Binary Dataset with Temporal Coverage.
arXiv
Chang Liu, Noah Fleischmann, Nicolò Altamura, Edward Raff, James Holt, Kristopher Micinski